Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-05-04 0.179789 0.198171 0.218354 0.242290 0.270075 0.301521 0.340107
2025-05-11 0.152158 0.177701 0.208191 0.247856 0.298988 0.363992 0.455123
2025-05-18 0.132137 0.160510 0.196407 0.246354 0.316113 0.413534 0.566817
2025-05-25 0.114767 0.143205 0.180663 0.235351 0.316414 0.438187 0.648845
2025-06-01 0.103427 0.131959 0.170832 0.229985 0.322407 0.470864 0.752305
2025-06-08 0.095600 0.124390 0.164813 0.228687 0.333524 0.513200 0.887046
2025-06-15 0.090092 0.119367 0.161642 0.230880 0.350113 0.568276 1.069333
2025-06-22 0.082288 0.110280 0.151429 0.220400 0.342993 0.577472 1.155046
2025-06-29 0.076204 0.103216 0.143594 0.212769 0.339528 0.592782 1.262826
2025-07-06 0.071388 0.097676 0.137605 0.207478 0.339410 0.614835 1.400105
2025-07-13 0.069662 0.096674 0.138636 0.214325 0.363613 0.696445 1.763872
2025-07-20 0.068532 0.096475 0.140889 0.223552 0.394299 0.803423 2.309495
2025-07-27 0.066956 0.095547 0.142001 0.231144 0.423964 0.921821 3.060050
2025-08-03 0.064982 0.093851 0.141684 0.236045 0.449043 1.039904 4.019696
2025-08-10 0.062173 0.090591 0.138362 0.234569 0.458915 1.117461 4.925179
2025-08-17 0.058297 0.085327 0.131100 0.224274 0.445269 1.113868 5.289851
2025-08-24 0.055504 0.081732 0.126595 0.219253 0.444222 1.154268 6.122582
2025-08-31 0.053466 0.079304 0.124030 0.218038 0.452909 1.234589 7.604559
2025-09-07 0.052021 0.077800 0.123042 0.220089 0.470855 1.360923 10.241895
2025-09-14 0.049155 0.073696 0.116944 0.210283 0.453966 1.336460 10.759314
2025-09-21 0.046808 0.070401 0.112200 0.203136 0.443753 1.338580 11.826315
2025-09-28 0.044879 0.067760 0.108558 0.198176 0.439226 1.365632 13.631251
2025-10-05 0.044431 0.067701 0.109840 0.204594 0.469946 1.578345 22.340717